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Paper Abstract and Keywords
Presentation 2021-07-08 15:15
A Study of Voiceprint Authentication Using Deep Learning of Image Classification
Yuki Hiroi, Mengchun Xie, Nobuo Iwasaki, Mitsutoshi Murata, Toru Mori (NIT,Wakayama College) SS2021-7 KBSE2021-19
Abstract (in Japanese) (See Japanese page) 
(in English) Currently, special fraud targeting the elderly is a problem in Japan. As a countermeasure, it is possible to identify the person planning to commit a special fraud by using voiceprint authentication. A voiceprint is a three-dimensional representation of the frequency of a person's voice, and like a fingerprint, it is unique to each person. Therefore, voiceprint authentication can be used to verify the identity of a person. In this study, voice data is converted into a spectrogram image that can be represented in three dimensions, and an image classification method using convolutional neural networks of deep learning is used to attempt voiceprint authentication.
Keyword (in Japanese) (See Japanese page) 
(in English) Voiceprint Authentication / Spectrogram / Deep Learning / Convolutional Neural Network / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 95, KBSE2021-19, pp. 37-40, July 2021.
Paper # KBSE2021-19 
Date of Issue 2021-07-01 (SS, KBSE) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee KBSE IPSJ-SE SS  
Conference Date 2021-07-08 - 2021-07-09 
Place (in Japanese) (See Japanese page) 
Place (in English) Virtual (Zoom) 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To KBSE 
Conference Code 2021-07-KBSE-SE-SS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of Voiceprint Authentication Using Deep Learning of Image Classification 
Sub Title (in English)  
Keyword(1) Voiceprint Authentication  
Keyword(2) Spectrogram  
Keyword(3) Deep Learning  
Keyword(4) Convolutional Neural Network  
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1st Author's Name Yuki Hiroi  
1st Author's Affiliation National Institute of Technology, Wakayama College (NIT,Wakayama College)
2nd Author's Name Mengchun Xie  
2nd Author's Affiliation National Institute of Technology, Wakayama College (NIT,Wakayama College)
3rd Author's Name Nobuo Iwasaki  
3rd Author's Affiliation National Institute of Technology, Wakayama College (NIT,Wakayama College)
4th Author's Name Mitsutoshi Murata  
4th Author's Affiliation National Institute of Technology, Wakayama College (NIT,Wakayama College)
5th Author's Name Toru Mori  
5th Author's Affiliation National Institute of Technology, Wakayama College (NIT,Wakayama College)
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Speaker
Date Time 2021-07-08 15:15:00 
Presentation Time 25 
Registration for KBSE 
Paper # IEICE-SS2021-7,IEICE-KBSE2021-19 
Volume (vol) IEICE-121 
Number (no) no.94(SS), no.95(KBSE) 
Page pp.37-40 
#Pages IEICE-4 
Date of Issue IEICE-SS-2021-07-01,IEICE-KBSE-2021-07-01 


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